eCPM | BestHub

Ximalaya Technology Team

Apr 30, 2024 · Artificial Intelligence

Multi‑Stage Funnel Architecture and Optimization Practices in an Advertising Engine

The advertising engine uses a five‑stage funnel—retrieval, recall, coarse ranking, fine ranking, and re‑ranking—each optimized with specialized indexes, multi‑channel recall, multi‑objective twin‑tower models, deep CTR/CVR predictors, and cold‑start paths, delivering up to 33 % spend growth, 6 % eCPM lift and lower latency while maintaining diversity.

Cold StartOptimizationRanking

0 likes · 15 min read

Multi‑Stage Funnel Architecture and Optimization Practices in an Advertising Engine

DataFunTalk

Sep 16, 2020 · Fundamentals

Why Advertising Needs Computation: Fundamentals of Digital Ad Auctions and eCPM

The article explains the shift from traditional to digital advertising, detailing how personalized ad selection, eCPM calculation, auction mechanisms like second‑price and VCG, and programmatic approaches transform ad markets and why computational methods are essential for modern ad platforms.

ad techauction theorycomputational advertising

0 likes · 11 min read

Why Advertising Needs Computation: Fundamentals of Digital Ad Auctions and eCPM

DataFunTalk

Sep 10, 2019 · Artificial Intelligence

Computational Advertising: Overview and Key Techniques from the Second Edition

The article introduces the second edition of "Computational Advertising", highlights its practical coverage of bidding algorithms, eCPM estimation, query expansion methods, and ad placement optimization, while also noting its industry impact, author credentials, and a limited‑time book giveaway.

ad techbidding algorithmscomputational advertising

0 likes · 10 min read

Computational Advertising: Overview and Key Techniques from the Second Edition